Overview
Brought to you by YData
Dataset statistics
| Number of variables | 14 |
|---|---|
| Number of observations | 344 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 37.8 KiB |
| Average record size in memory | 112.4 B |
Variable types
| Categorical | 5 |
|---|---|
| Numeric | 7 |
| Text | 1 |
| Boolean | 1 |
Body Mass (g) is highly overall correlated with Culmen Length (mm) and 3 other fields | High correlation |
Culmen Depth (mm) is highly overall correlated with Delta 15 N (o/oo) and 2 other fields | High correlation |
Culmen Length (mm) is highly overall correlated with Body Mass (g) and 2 other fields | High correlation |
Date Egg is highly overall correlated with Island and 3 other fields | High correlation |
Delta 13 C (o/oo) is highly overall correlated with Delta 15 N (o/oo) and 3 other fields | High correlation |
Delta 15 N (o/oo) is highly overall correlated with Body Mass (g) and 3 other fields | High correlation |
Flipper Length (mm) is highly overall correlated with Body Mass (g) and 3 other fields | High correlation |
Island is highly overall correlated with Date Egg and 1 other fields | High correlation |
Sample Number is highly overall correlated with Date Egg and 2 other fields | High correlation |
Species is highly overall correlated with Body Mass (g) and 7 other fields | High correlation |
studyName is highly overall correlated with Date Egg and 2 other fields | High correlation |
Clutch Completion is highly imbalanced (51.6%) | Imbalance |
Reproduction
| Analysis started | 2025-02-14 12:15:25.241468 |
|---|---|
| Analysis finished | 2025-02-14 12:15:34.421664 |
| Duration | 9.18 seconds |
| Software version | ydata-profiling vv4.12.2 |
| Download configuration | config.json |
Variables
studyName
Categorical
High correlation 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.8 KiB |
| PAL0910 | |
|---|---|
| PAL0809 | |
| PAL0708 |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 7 |
| Min length | 7 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | PAL0708 |
|---|---|
| 2nd row | PAL0708 |
| 3rd row | PAL0708 |
| 4th row | PAL0708 |
| 5th row | PAL0708 |
Common Values
| Value | Count | Frequency (%) |
| PAL0910 | 120 | |
| PAL0809 | 114 | |
| PAL0708 | 110 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| pal0910 | 120 | |
| pal0809 | 114 | |
| pal0708 | 110 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 688 | |
| P | 344 | |
| A | 344 | |
| L | 344 | |
| 9 | 234 | 9.7% |
| 8 | 224 | 9.3% |
| 1 | 120 | 5.0% |
| 7 | 110 | 4.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1376 | |
| Uppercase Letter | 1032 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 688 | |
| 9 | 234 | 17.0% |
| 8 | 224 | 16.3% |
| 1 | 120 | 8.7% |
| 7 | 110 | 8.0% |
Uppercase Letter
| Value | Count | Frequency (%) |
| P | 344 | |
| A | 344 | |
| L | 344 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1376 | |
| Latin | 1032 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 688 | |
| 9 | 234 | 17.0% |
| 8 | 224 | 16.3% |
| 1 | 120 | 8.7% |
| 7 | 110 | 8.0% |
Latin
| Value | Count | Frequency (%) |
| P | 344 | |
| A | 344 | |
| L | 344 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2408 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 688 | |
| P | 344 | |
| A | 344 | |
| L | 344 | |
| 9 | 234 | 9.7% |
| 8 | 224 | 9.3% |
| 1 | 120 | 5.0% |
| 7 | 110 | 4.6% |
Sample Number
Real number (ℝ)
High correlation 
| Distinct | 152 |
|---|---|
| Distinct (%) | 44.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 63.151163 |
| Minimum | 1 |
|---|---|
| Maximum | 152 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 6.15 |
| Q1 | 29 |
| median | 58 |
| Q3 | 95.25 |
| 95-th percentile | 134.85 |
| Maximum | 152 |
| Range | 151 |
| Interquartile range (IQR) | 66.25 |
Descriptive statistics
| Standard deviation | 40.430199 |
|---|---|
| Coefficient of variation (CV) | 0.64021306 |
| Kurtosis | -0.9260372 |
| Mean | 63.151163 |
| Median Absolute Deviation (MAD) | 32 |
| Skewness | 0.35140216 |
| Sum | 21724 |
| Variance | 1634.601 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 3 | 0.9% |
| 2 | 3 | 0.9% |
| 3 | 3 | 0.9% |
| 4 | 3 | 0.9% |
| 5 | 3 | 0.9% |
| 6 | 3 | 0.9% |
| 7 | 3 | 0.9% |
| 8 | 3 | 0.9% |
| 9 | 3 | 0.9% |
| 10 | 3 | 0.9% |
| Other values (142) | 314 |
| Value | Count | Frequency (%) |
| 1 | 3 | |
| 2 | 3 | |
| 3 | 3 | |
| 4 | 3 | |
| 5 | 3 | |
| 6 | 3 | |
| 7 | 3 | |
| 8 | 3 | |
| 9 | 3 | |
| 10 | 3 |
| Value | Count | Frequency (%) |
| 152 | 1 | |
| 151 | 1 | |
| 150 | 1 | |
| 149 | 1 | |
| 148 | 1 | |
| 147 | 1 | |
| 146 | 1 | |
| 145 | 1 | |
| 144 | 1 | |
| 143 | 1 |
Species
Categorical
High correlation 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.8 KiB |
| Adelie Penguin (Pygoscelis adeliae) | |
|---|---|
| Gentoo penguin (Pygoscelis papua) | |
| Chinstrap penguin (Pygoscelis antarctica) |
Length
| Max length | 41 |
|---|---|
| Median length | 35 |
| Mean length | 35.465116 |
| Min length | 33 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Adelie Penguin (Pygoscelis adeliae) |
|---|---|
| 2nd row | Adelie Penguin (Pygoscelis adeliae) |
| 3rd row | Adelie Penguin (Pygoscelis adeliae) |
| 4th row | Adelie Penguin (Pygoscelis adeliae) |
| 5th row | Adelie Penguin (Pygoscelis adeliae) |
Common Values
| Value | Count | Frequency (%) |
| Adelie Penguin (Pygoscelis adeliae) | 152 | |
| Gentoo penguin (Pygoscelis papua) | 124 | |
| Chinstrap penguin (Pygoscelis antarctica) | 68 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| penguin | 344 | |
| pygoscelis | 344 | |
| adelie | 152 | |
| adeliae | 152 | |
| gentoo | 124 | 9.0% |
| papua | 124 | 9.0% |
| chinstrap | 68 | 4.9% |
| antarctica | 68 | 4.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 1420 | 11.6% |
| i | 1128 | 9.2% |
| 1032 | 8.5% | |
| n | 948 | 7.8% |
| a | 824 | 6.8% |
| s | 756 | 6.2% |
| g | 688 | 5.6% |
| l | 648 | 5.3% |
| o | 592 | 4.9% |
| p | 508 | 4.2% |
| Other values (13) | 3656 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 9640 | |
| Space Separator | 1032 | 8.5% |
| Uppercase Letter | 840 | 6.9% |
| Open Punctuation | 344 | 2.8% |
| Close Punctuation | 344 | 2.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 1420 | |
| i | 1128 | |
| n | 948 | |
| a | 824 | |
| s | 756 | |
| g | 688 | |
| l | 648 | 6.7% |
| o | 592 | 6.1% |
| p | 508 | 5.3% |
| c | 480 | 5.0% |
| Other values (6) | 1648 |
Uppercase Letter
| Value | Count | Frequency (%) |
| P | 496 | |
| A | 152 | 18.1% |
| G | 124 | 14.8% |
| C | 68 | 8.1% |
Space Separator
| Value | Count | Frequency (%) |
| 1032 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 344 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 344 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 10480 | |
| Common | 1720 | 14.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 1420 | |
| i | 1128 | |
| n | 948 | 9.0% |
| a | 824 | 7.9% |
| s | 756 | 7.2% |
| g | 688 | 6.6% |
| l | 648 | 6.2% |
| o | 592 | 5.6% |
| p | 508 | 4.8% |
| P | 496 | 4.7% |
| Other values (10) | 2472 |
Common
| Value | Count | Frequency (%) |
| 1032 | ||
| ( | 344 | 20.0% |
| ) | 344 | 20.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12200 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 1420 | 11.6% |
| i | 1128 | 9.2% |
| 1032 | 8.5% | |
| n | 948 | 7.8% |
| a | 824 | 6.8% |
| s | 756 | 6.2% |
| g | 688 | 5.6% |
| l | 648 | 5.3% |
| o | 592 | 4.9% |
| p | 508 | 4.2% |
| Other values (13) | 3656 |
Island
Categorical
High correlation 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.8 KiB |
| Biscoe | |
|---|---|
| Dream | |
| Torgersen |
Length
| Max length | 9 |
|---|---|
| Median length | 6 |
| Mean length | 6.0930233 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Torgersen |
|---|---|
| 2nd row | Torgersen |
| 3rd row | Torgersen |
| 4th row | Torgersen |
| 5th row | Torgersen |
Common Values
| Value | Count | Frequency (%) |
| Biscoe | 168 | |
| Dream | 124 | |
| Torgersen | 52 | 15.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| biscoe | 168 | |
| dream | 124 | |
| torgersen | 52 | 15.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 396 | |
| r | 228 | |
| s | 220 | |
| o | 220 | |
| B | 168 | |
| c | 168 | |
| i | 168 | |
| D | 124 | 5.9% |
| a | 124 | 5.9% |
| m | 124 | 5.9% |
| Other values (3) | 156 | 7.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1752 | |
| Uppercase Letter | 344 | 16.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 396 | |
| r | 228 | |
| s | 220 | |
| o | 220 | |
| c | 168 | |
| i | 168 | |
| a | 124 | 7.1% |
| m | 124 | 7.1% |
| g | 52 | 3.0% |
| n | 52 | 3.0% |
Uppercase Letter
| Value | Count | Frequency (%) |
| B | 168 | |
| D | 124 | |
| T | 52 | 15.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2096 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 396 | |
| r | 228 | |
| s | 220 | |
| o | 220 | |
| B | 168 | |
| c | 168 | |
| i | 168 | |
| D | 124 | 5.9% |
| a | 124 | 5.9% |
| m | 124 | 5.9% |
| Other values (3) | 156 | 7.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2096 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 396 | |
| r | 228 | |
| s | 220 | |
| o | 220 | |
| B | 168 | |
| c | 168 | |
| i | 168 | |
| D | 124 | 5.9% |
| a | 124 | 5.9% |
| m | 124 | 5.9% |
| Other values (3) | 156 | 7.4% |
Individual ID
Text
| Distinct | 190 |
|---|---|
| Distinct (%) | 55.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.8 KiB |
Length
| Max length | 6 |
|---|---|
| Median length | 5 |
| Mean length | 4.9011628 |
| Min length | 4 |
Unique
| Unique | 76 ? |
|---|---|
| Unique (%) | 22.1% |
Sample
| 1st row | N1A1 |
|---|---|
| 2nd row | N1A2 |
| 3rd row | N2A1 |
| 4th row | N2A2 |
| 5th row | N3A1 |
| Value | Count | Frequency (%) |
| n6a1 | 3 | 0.9% |
| n6a2 | 3 | 0.9% |
| n13a2 | 3 | 0.9% |
| n13a1 | 3 | 0.9% |
| n8a2 | 3 | 0.9% |
| n8a1 | 3 | 0.9% |
| n18a1 | 3 | 0.9% |
| n18a2 | 3 | 0.9% |
| n35a1 | 3 | 0.9% |
| n35a2 | 3 | 0.9% |
| Other values (180) | 314 |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 344 | |
| A | 344 | |
| 2 | 260 | |
| 1 | 250 | |
| 3 | 82 | 4.9% |
| 6 | 76 | 4.5% |
| 4 | 70 | 4.2% |
| 8 | 60 | 3.6% |
| 5 | 60 | 3.6% |
| 7 | 58 | 3.4% |
| Other values (2) | 82 | 4.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 998 | |
| Uppercase Letter | 688 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 260 | |
| 1 | 250 | |
| 3 | 82 | 8.2% |
| 6 | 76 | 7.6% |
| 4 | 70 | 7.0% |
| 8 | 60 | 6.0% |
| 5 | 60 | 6.0% |
| 7 | 58 | 5.8% |
| 9 | 50 | 5.0% |
| 0 | 32 | 3.2% |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 344 | |
| A | 344 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 998 | |
| Latin | 688 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 260 | |
| 1 | 250 | |
| 3 | 82 | 8.2% |
| 6 | 76 | 7.6% |
| 4 | 70 | 7.0% |
| 8 | 60 | 6.0% |
| 5 | 60 | 6.0% |
| 7 | 58 | 5.8% |
| 9 | 50 | 5.0% |
| 0 | 32 | 3.2% |
Latin
| Value | Count | Frequency (%) |
| N | 344 | |
| A | 344 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1686 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| N | 344 | |
| A | 344 | |
| 2 | 260 | |
| 1 | 250 | |
| 3 | 82 | 4.9% |
| 6 | 76 | 4.5% |
| 4 | 70 | 4.2% |
| 8 | 60 | 3.6% |
| 5 | 60 | 3.6% |
| 7 | 58 | 3.4% |
| Other values (2) | 82 | 4.9% |
Clutch Completion
Boolean
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 476.0 B |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 308 | |
| False | 36 | 10.5% |
Date Egg
Categorical
High correlation 
| Distinct | 50 |
|---|---|
| Distinct (%) | 14.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.8 KiB |
| 11/27/07 | 18 |
|---|---|
| 11/16/07 | 16 |
| 11/9/08 | 16 |
| 11/18/09 | 14 |
| 11/13/08 | 12 |
| Other values (45) |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 7.7325581 |
| Min length | 7 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 11/11/07 |
|---|---|
| 2nd row | 11/11/07 |
| 3rd row | 11/16/07 |
| 4th row | 11/16/07 |
| 5th row | 11/16/07 |
Common Values
| Value | Count | Frequency (%) |
| 11/27/07 | 18 | 5.2% |
| 11/16/07 | 16 | 4.7% |
| 11/9/08 | 16 | 4.7% |
| 11/18/09 | 14 | 4.1% |
| 11/13/08 | 12 | 3.5% |
| 11/6/08 | 12 | 3.5% |
| 11/21/09 | 12 | 3.5% |
| 11/4/08 | 12 | 3.5% |
| 11/14/08 | 10 | 2.9% |
| 11/22/09 | 10 | 2.9% |
| Other values (40) | 212 |
Length
| Value | Count | Frequency (%) |
| 11/27/07 | 18 | 5.2% |
| 11/16/07 | 16 | 4.7% |
| 11/9/08 | 16 | 4.7% |
| 11/18/09 | 14 | 4.1% |
| 11/13/08 | 12 | 3.5% |
| 11/6/08 | 12 | 3.5% |
| 11/21/09 | 12 | 3.5% |
| 11/4/08 | 12 | 3.5% |
| 11/14/08 | 10 | 2.9% |
| 11/22/09 | 10 | 2.9% |
| Other values (40) | 212 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 844 | |
| / | 688 | |
| 0 | 364 | |
| 9 | 164 | 6.2% |
| 7 | 154 | 5.8% |
| 2 | 150 | 5.6% |
| 8 | 146 | 5.5% |
| 3 | 46 | 1.7% |
| 6 | 42 | 1.6% |
| 4 | 32 | 1.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1972 | |
| Other Punctuation | 688 | 25.9% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 844 | |
| 0 | 364 | |
| 9 | 164 | 8.3% |
| 7 | 154 | 7.8% |
| 2 | 150 | 7.6% |
| 8 | 146 | 7.4% |
| 3 | 46 | 2.3% |
| 6 | 42 | 2.1% |
| 4 | 32 | 1.6% |
| 5 | 30 | 1.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 688 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2660 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 844 | |
| / | 688 | |
| 0 | 364 | |
| 9 | 164 | 6.2% |
| 7 | 154 | 5.8% |
| 2 | 150 | 5.6% |
| 8 | 146 | 5.5% |
| 3 | 46 | 1.7% |
| 6 | 42 | 1.6% |
| 4 | 32 | 1.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2660 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 844 | |
| / | 688 | |
| 0 | 364 | |
| 9 | 164 | 6.2% |
| 7 | 154 | 5.8% |
| 2 | 150 | 5.6% |
| 8 | 146 | 5.5% |
| 3 | 46 | 1.7% |
| 6 | 42 | 1.6% |
| 4 | 32 | 1.2% |
Culmen Length (mm)
Real number (ℝ)
High correlation 
| Distinct | 165 |
|---|---|
| Distinct (%) | 48.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 43.92193 |
| Minimum | 32.1 |
|---|---|
| Maximum | 59.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.8 KiB |
Quantile statistics
| Minimum | 32.1 |
|---|---|
| 5-th percentile | 35.7 |
| Q1 | 39.275 |
| median | 44.25 |
| Q3 | 48.5 |
| 95-th percentile | 51.985 |
| Maximum | 59.6 |
| Range | 27.5 |
| Interquartile range (IQR) | 9.225 |
Descriptive statistics
| Standard deviation | 5.4436433 |
|---|---|
| Coefficient of variation (CV) | 0.12393907 |
| Kurtosis | -0.8634797 |
| Mean | 43.92193 |
| Median Absolute Deviation (MAD) | 4.65 |
| Skewness | 0.053271789 |
| Sum | 15109.144 |
| Variance | 29.633252 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 41.1 | 7 | 2.0% |
| 45.2 | 6 | 1.7% |
| 37.8 | 5 | 1.5% |
| 39.6 | 5 | 1.5% |
| 50 | 5 | 1.5% |
| 46.5 | 5 | 1.5% |
| 46.2 | 5 | 1.5% |
| 45.5 | 5 | 1.5% |
| 50.5 | 5 | 1.5% |
| 39.7 | 4 | 1.2% |
| Other values (155) | 292 |
| Value | Count | Frequency (%) |
| 32.1 | 1 | |
| 33.1 | 1 | |
| 33.5 | 1 | |
| 34 | 1 | |
| 34.1 | 1 | |
| 34.4 | 1 | |
| 34.5 | 1 | |
| 34.6 | 2 | |
| 35 | 2 | |
| 35.1 | 1 |
| Value | Count | Frequency (%) |
| 59.6 | 1 | |
| 58 | 1 | |
| 55.9 | 1 | |
| 55.8 | 1 | |
| 55.1 | 1 | |
| 54.3 | 1 | |
| 54.2 | 1 | |
| 53.5 | 1 | |
| 53.4 | 1 | |
| 52.8 | 1 |
Culmen Depth (mm)
Real number (ℝ)
High correlation 
| Distinct | 81 |
|---|---|
| Distinct (%) | 23.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.15117 |
| Minimum | 13.1 |
|---|---|
| Maximum | 21.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.8 KiB |
Quantile statistics
| Minimum | 13.1 |
|---|---|
| 5-th percentile | 13.9 |
| Q1 | 15.6 |
| median | 17.3 |
| Q3 | 18.7 |
| 95-th percentile | 20 |
| Maximum | 21.5 |
| Range | 8.4 |
| Interquartile range (IQR) | 3.1 |
Descriptive statistics
| Standard deviation | 1.9690273 |
|---|---|
| Coefficient of variation (CV) | 0.11480426 |
| Kurtosis | -0.89449651 |
| Mean | 17.15117 |
| Median Absolute Deviation (MAD) | 1.5 |
| Skewness | -0.14387981 |
| Sum | 5900.0023 |
| Variance | 3.8770686 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 17 | 12 | 3.5% |
| 17.9 | 10 | 2.9% |
| 18.5 | 10 | 2.9% |
| 18.6 | 10 | 2.9% |
| 15 | 10 | 2.9% |
| 19 | 9 | 2.6% |
| 17.8 | 9 | 2.6% |
| 17.3 | 9 | 2.6% |
| 18.1 | 9 | 2.6% |
| 18.9 | 9 | 2.6% |
| Other values (71) | 247 |
| Value | Count | Frequency (%) |
| 13.1 | 1 | 0.3% |
| 13.2 | 1 | 0.3% |
| 13.3 | 1 | 0.3% |
| 13.4 | 1 | 0.3% |
| 13.5 | 2 | 0.6% |
| 13.6 | 1 | 0.3% |
| 13.7 | 6 | |
| 13.8 | 4 | |
| 13.9 | 4 | |
| 14 | 2 | 0.6% |
| Value | Count | Frequency (%) |
| 21.5 | 1 | 0.3% |
| 21.2 | 2 | |
| 21.1 | 3 | |
| 20.8 | 1 | 0.3% |
| 20.7 | 3 | |
| 20.6 | 1 | 0.3% |
| 20.5 | 1 | 0.3% |
| 20.3 | 3 | |
| 20.2 | 1 | 0.3% |
| 20.1 | 1 | 0.3% |
Flipper Length (mm)
Real number (ℝ)
High correlation 
| Distinct | 56 |
|---|---|
| Distinct (%) | 16.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 200.9152 |
| Minimum | 172 |
|---|---|
| Maximum | 231 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.8 KiB |
Quantile statistics
| Minimum | 172 |
|---|---|
| 5-th percentile | 181 |
| Q1 | 190 |
| median | 197 |
| Q3 | 213 |
| 95-th percentile | 225 |
| Maximum | 231 |
| Range | 59 |
| Interquartile range (IQR) | 23 |
Descriptive statistics
| Standard deviation | 14.020657 |
|---|---|
| Coefficient of variation (CV) | 0.069783954 |
| Kurtosis | -0.97234932 |
| Mean | 200.9152 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | 0.34668222 |
| Sum | 69114.83 |
| Variance | 196.57884 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 190 | 22 | 6.4% |
| 195 | 17 | 4.9% |
| 187 | 16 | 4.7% |
| 193 | 15 | 4.4% |
| 210 | 14 | 4.1% |
| 191 | 13 | 3.8% |
| 215 | 12 | 3.5% |
| 196 | 10 | 2.9% |
| 197 | 10 | 2.9% |
| 185 | 9 | 2.6% |
| Other values (46) | 206 |
| Value | Count | Frequency (%) |
| 172 | 1 | 0.3% |
| 174 | 1 | 0.3% |
| 176 | 1 | 0.3% |
| 178 | 4 | |
| 179 | 1 | 0.3% |
| 180 | 5 | |
| 181 | 7 | |
| 182 | 3 | |
| 183 | 2 | 0.6% |
| 184 | 7 |
| Value | Count | Frequency (%) |
| 231 | 1 | 0.3% |
| 230 | 7 | |
| 229 | 2 | 0.6% |
| 228 | 4 | |
| 226 | 1 | 0.3% |
| 225 | 4 | |
| 224 | 3 | |
| 223 | 2 | 0.6% |
| 222 | 6 | |
| 221 | 5 |
Body Mass (g)
Real number (ℝ)
High correlation 
| Distinct | 95 |
|---|---|
| Distinct (%) | 27.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4201.7544 |
| Minimum | 2700 |
|---|---|
| Maximum | 6300 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.8 KiB |
Quantile statistics
| Minimum | 2700 |
|---|---|
| 5-th percentile | 3150 |
| Q1 | 3550 |
| median | 4050 |
| Q3 | 4750 |
| 95-th percentile | 5650 |
| Maximum | 6300 |
| Range | 3600 |
| Interquartile range (IQR) | 1200 |
Descriptive statistics
| Standard deviation | 799.61306 |
|---|---|
| Coefficient of variation (CV) | 0.19030457 |
| Kurtosis | -0.7057711 |
| Mean | 4201.7544 |
| Median Absolute Deviation (MAD) | 600 |
| Skewness | 0.47169045 |
| Sum | 1445403.5 |
| Variance | 639381.04 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3800 | 12 | 3.5% |
| 3700 | 11 | 3.2% |
| 3900 | 10 | 2.9% |
| 3950 | 10 | 2.9% |
| 3550 | 9 | 2.6% |
| 4400 | 8 | 2.3% |
| 3450 | 8 | 2.3% |
| 3400 | 8 | 2.3% |
| 4300 | 8 | 2.3% |
| 3500 | 7 | 2.0% |
| Other values (85) | 253 |
| Value | Count | Frequency (%) |
| 2700 | 1 | 0.3% |
| 2850 | 2 | |
| 2900 | 4 | |
| 2925 | 1 | 0.3% |
| 2975 | 1 | 0.3% |
| 3000 | 2 | |
| 3050 | 4 | |
| 3075 | 1 | 0.3% |
| 3100 | 1 | 0.3% |
| 3150 | 4 |
| Value | Count | Frequency (%) |
| 6300 | 1 | 0.3% |
| 6050 | 1 | 0.3% |
| 6000 | 2 | 0.6% |
| 5950 | 2 | 0.6% |
| 5850 | 3 | |
| 5800 | 2 | 0.6% |
| 5750 | 1 | 0.3% |
| 5700 | 5 | |
| 5650 | 3 | |
| 5600 | 2 | 0.6% |
Length
| Max length | 6 |
|---|---|
| Median length | 4 |
| Mean length | 4.9505814 |
| Min length | 1 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.3% |
Sample
| 1st row | MALE |
|---|---|
| 2nd row | FEMALE |
| 3rd row | FEMALE |
| 4th row | MALE |
| 5th row | FEMALE |
Common Values
| Value | Count | Frequency (%) |
| MALE | 178 | |
| FEMALE | 165 | |
| . | 1 | 0.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| male | 178 | |
| female | 165 | |
| 1 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| E | 508 | |
| M | 343 | |
| A | 343 | |
| L | 343 | |
| F | 165 | 9.7% |
| . | 1 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 1702 | |
| Other Punctuation | 1 | 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 508 | |
| M | 343 | |
| A | 343 | |
| L | 343 | |
| F | 165 | 9.7% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1702 | |
| Common | 1 | 0.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| E | 508 | |
| M | 343 | |
| A | 343 | |
| L | 343 | |
| F | 165 | 9.7% |
Common
| Value | Count | Frequency (%) |
| . | 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1703 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| E | 508 | |
| M | 343 | |
| A | 343 | |
| L | 343 | |
| F | 165 | 9.7% |
| . | 1 | 0.1% |
Delta 15 N (o/oo)
Real number (ℝ)
High correlation 
| Distinct | 331 |
|---|---|
| Distinct (%) | 96.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.7333817 |
| Minimum | 7.6322 |
|---|---|
| Maximum | 10.02544 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.8 KiB |
Quantile statistics
| Minimum | 7.6322 |
|---|---|
| 5-th percentile | 7.898478 |
| Q1 | 8.307415 |
| median | 8.687455 |
| Q3 | 9.13617 |
| 95-th percentile | 9.685715 |
| Maximum | 10.02544 |
| Range | 2.39324 |
| Interquartile range (IQR) | 0.828755 |
Descriptive statistics
| Standard deviation | 0.54039241 |
|---|---|
| Coefficient of variation (CV) | 0.061876651 |
| Kurtosis | -0.65171465 |
| Mean | 8.7333817 |
| Median Absolute Deviation (MAD) | 0.406475 |
| Skewness | 0.24395225 |
| Sum | 3004.2833 |
| Variance | 0.29202395 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8.733381697 | 14 | 4.1% |
| 8.36821 | 1 | 0.3% |
| 8.76651 | 1 | 0.3% |
| 8.66496 | 1 | 0.3% |
| 9.18718 | 1 | 0.3% |
| 9.4606 | 1 | 0.3% |
| 9.13362 | 1 | 0.3% |
| 8.63243 | 1 | 0.3% |
| 8.55583 | 1 | 0.3% |
| 9.18528 | 1 | 0.3% |
| Other values (321) | 321 |
| Value | Count | Frequency (%) |
| 7.6322 | 1 | |
| 7.63452 | 1 | |
| 7.63884 | 1 | |
| 7.68528 | 1 | |
| 7.6887 | 1 | |
| 7.69778 | 1 | |
| 7.76843 | 1 | |
| 7.77672 | 1 | |
| 7.79958 | 1 | |
| 7.8208 | 1 |
| Value | Count | Frequency (%) |
| 10.02544 | 1 | |
| 10.02372 | 1 | |
| 10.02019 | 1 | |
| 9.98044 | 1 | |
| 9.93727 | 1 | |
| 9.88809 | 1 | |
| 9.8059 | 1 | |
| 9.80589 | 1 | |
| 9.79532 | 1 | |
| 9.77528 | 1 |
Delta 13 C (o/oo)
Real number (ℝ)
High correlation 
| Distinct | 332 |
|---|---|
| Distinct (%) | 96.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -25.686292 |
| Minimum | -27.01854 |
|---|---|
| Maximum | -23.78767 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 344 |
| Negative (%) | 100.0% |
| Memory size | 2.8 KiB |
Quantile statistics
| Minimum | -27.01854 |
|---|---|
| 5-th percentile | -26.789243 |
| Q1 | -26.28546 |
| median | -25.79366 |
| Q3 | -25.089467 |
| 95-th percentile | -24.365844 |
| Maximum | -23.78767 |
| Range | 3.23087 |
| Interquartile range (IQR) | 1.1959925 |
Descriptive statistics
| Standard deviation | 0.77876997 |
|---|---|
| Coefficient of variation (CV) | -0.030318505 |
| Kurtosis | -0.95217501 |
| Mean | -25.686292 |
| Median Absolute Deviation (MAD) | 0.58581 |
| Skewness | 0.34429116 |
| Sum | -8836.0843 |
| Variance | 0.60648266 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -25.68629154 | 13 | 3.8% |
| -25.33302 | 1 | 0.3% |
| -25.32426 | 1 | 0.3% |
| -25.29805 | 1 | 0.3% |
| -25.21799 | 1 | 0.3% |
| -24.89958 | 1 | 0.3% |
| -25.09368 | 1 | 0.3% |
| -25.21315 | 1 | 0.3% |
| -25.22588 | 1 | 0.3% |
| -25.06691 | 1 | 0.3% |
| Other values (322) | 322 |
| Value | Count | Frequency (%) |
| -27.01854 | 1 | |
| -26.9547 | 1 | |
| -26.89644 | 1 | |
| -26.86485 | 1 | |
| -26.86352 | 1 | |
| -26.86127 | 1 | |
| -26.84506 | 1 | |
| -26.84415 | 1 | |
| -26.84374 | 1 | |
| -26.84272 | 1 |
| Value | Count | Frequency (%) |
| -23.78767 | 1 | |
| -23.89017 | 1 | |
| -23.90309 | 1 | |
| -24.10255 | 1 | |
| -24.16566 | 1 | |
| -24.17282 | 1 | |
| -24.23592 | 1 | |
| -24.25255 | 1 | |
| -24.26375 | 1 | |
| -24.29229 | 1 |
Interactions
Correlations
| Body Mass (g) | Clutch Completion | Culmen Depth (mm) | Culmen Length (mm) | Date Egg | Delta 13 C (o/oo) | Delta 15 N (o/oo) | Flipper Length (mm) | Island | Sample Number | Sex | Species | studyName | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Body Mass (g) | 1.000 | 0.055 | -0.435 | 0.583 | 0.019 | -0.376 | -0.549 | 0.841 | 0.456 | 0.009 | 0.404 | 0.603 | 0.000 |
| Clutch Completion | 0.055 | 1.000 | 0.196 | 0.000 | 0.348 | 0.084 | 0.149 | 0.090 | 0.123 | 0.151 | 0.000 | 0.151 | 0.051 |
| Culmen Depth (mm) | -0.435 | 0.196 | 1.000 | -0.224 | 0.177 | 0.420 | 0.608 | -0.526 | 0.482 | -0.049 | 0.388 | 0.632 | 0.106 |
| Culmen Length (mm) | 0.583 | 0.000 | -0.224 | 1.000 | 0.238 | 0.144 | -0.102 | 0.673 | 0.320 | -0.213 | 0.339 | 0.648 | 0.112 |
| Date Egg | 0.019 | 0.348 | 0.177 | 0.238 | 1.000 | 0.446 | 0.342 | 0.263 | 0.684 | 0.562 | 0.000 | 0.761 | 0.929 |
| Delta 13 C (o/oo) | -0.376 | 0.084 | 0.420 | 0.144 | 0.446 | 1.000 | 0.542 | -0.345 | 0.490 | -0.507 | 0.000 | 0.683 | 0.637 |
| Delta 15 N (o/oo) | -0.549 | 0.149 | 0.608 | -0.102 | 0.342 | 0.542 | 1.000 | -0.492 | 0.470 | 0.007 | 0.097 | 0.609 | 0.303 |
| Flipper Length (mm) | 0.841 | 0.090 | -0.526 | 0.673 | 0.263 | -0.345 | -0.492 | 1.000 | 0.498 | 0.058 | 0.305 | 0.695 | 0.219 |
| Island | 0.456 | 0.123 | 0.482 | 0.320 | 0.684 | 0.490 | 0.470 | 0.498 | 1.000 | 0.416 | 0.000 | 0.657 | 0.058 |
| Sample Number | 0.009 | 0.151 | -0.049 | -0.213 | 0.562 | -0.507 | 0.007 | 0.058 | 0.416 | 1.000 | 0.000 | 0.296 | 0.750 |
| Sex | 0.404 | 0.000 | 0.388 | 0.339 | 0.000 | 0.000 | 0.097 | 0.305 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 |
| Species | 0.603 | 0.151 | 0.632 | 0.648 | 0.761 | 0.683 | 0.609 | 0.695 | 0.657 | 0.296 | 0.000 | 1.000 | 0.000 |
| studyName | 0.000 | 0.051 | 0.106 | 0.112 | 0.929 | 0.637 | 0.303 | 0.219 | 0.058 | 0.750 | 0.000 | 0.000 | 1.000 |
Missing values
Sample
| studyName | Sample Number | Species | Island | Individual ID | Clutch Completion | Date Egg | Culmen Length (mm) | Culmen Depth (mm) | Flipper Length (mm) | Body Mass (g) | Sex | Delta 15 N (o/oo) | Delta 13 C (o/oo) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | PAL0708 | 1 | Adelie Penguin (Pygoscelis adeliae) | Torgersen | N1A1 | Yes | 11/11/07 | 39.10000 | 18.70000 | 181.000000 | 3750.000000 | MALE | 8.733382 | -25.686292 |
| 1 | PAL0708 | 2 | Adelie Penguin (Pygoscelis adeliae) | Torgersen | N1A2 | Yes | 11/11/07 | 39.50000 | 17.40000 | 186.000000 | 3800.000000 | FEMALE | 8.949560 | -24.694540 |
| 2 | PAL0708 | 3 | Adelie Penguin (Pygoscelis adeliae) | Torgersen | N2A1 | Yes | 11/16/07 | 40.30000 | 18.00000 | 195.000000 | 3250.000000 | FEMALE | 8.368210 | -25.333020 |
| 3 | PAL0708 | 4 | Adelie Penguin (Pygoscelis adeliae) | Torgersen | N2A2 | Yes | 11/16/07 | 43.92193 | 17.15117 | 200.915205 | 4201.754386 | MALE | 8.733382 | -25.686292 |
| 4 | PAL0708 | 5 | Adelie Penguin (Pygoscelis adeliae) | Torgersen | N3A1 | Yes | 11/16/07 | 36.70000 | 19.30000 | 193.000000 | 3450.000000 | FEMALE | 8.766510 | -25.324260 |
| 5 | PAL0708 | 6 | Adelie Penguin (Pygoscelis adeliae) | Torgersen | N3A2 | Yes | 11/16/07 | 39.30000 | 20.60000 | 190.000000 | 3650.000000 | MALE | 8.664960 | -25.298050 |
| 6 | PAL0708 | 7 | Adelie Penguin (Pygoscelis adeliae) | Torgersen | N4A1 | No | 11/15/07 | 38.90000 | 17.80000 | 181.000000 | 3625.000000 | FEMALE | 9.187180 | -25.217990 |
| 7 | PAL0708 | 8 | Adelie Penguin (Pygoscelis adeliae) | Torgersen | N4A2 | No | 11/15/07 | 39.20000 | 19.60000 | 195.000000 | 4675.000000 | MALE | 9.460600 | -24.899580 |
| 8 | PAL0708 | 9 | Adelie Penguin (Pygoscelis adeliae) | Torgersen | N5A1 | Yes | 11/9/07 | 34.10000 | 18.10000 | 193.000000 | 3475.000000 | MALE | 8.733382 | -25.686292 |
| 9 | PAL0708 | 10 | Adelie Penguin (Pygoscelis adeliae) | Torgersen | N5A2 | Yes | 11/9/07 | 42.00000 | 20.20000 | 190.000000 | 4250.000000 | MALE | 9.133620 | -25.093680 |
| studyName | Sample Number | Species | Island | Individual ID | Clutch Completion | Date Egg | Culmen Length (mm) | Culmen Depth (mm) | Flipper Length (mm) | Body Mass (g) | Sex | Delta 15 N (o/oo) | Delta 13 C (o/oo) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 334 | PAL0910 | 115 | Gentoo penguin (Pygoscelis papua) | Biscoe | N35A1 | Yes | 11/25/09 | 46.20000 | 14.10000 | 217.000000 | 4375.000000 | FEMALE | 8.302310 | -25.960130 |
| 335 | PAL0910 | 116 | Gentoo penguin (Pygoscelis papua) | Biscoe | N35A2 | Yes | 11/25/09 | 55.10000 | 16.00000 | 230.000000 | 5850.000000 | MALE | 8.083540 | -26.181610 |
| 336 | PAL0910 | 117 | Gentoo penguin (Pygoscelis papua) | Biscoe | N36A1 | Yes | 12/1/09 | 44.50000 | 15.70000 | 217.000000 | 4875.000000 | . | 8.041110 | -26.184440 |
| 337 | PAL0910 | 118 | Gentoo penguin (Pygoscelis papua) | Biscoe | N36A2 | Yes | 12/1/09 | 48.80000 | 16.20000 | 222.000000 | 6000.000000 | MALE | 8.338250 | -25.885470 |
| 338 | PAL0910 | 119 | Gentoo penguin (Pygoscelis papua) | Biscoe | N38A1 | No | 12/1/09 | 47.20000 | 13.70000 | 214.000000 | 4925.000000 | FEMALE | 7.991840 | -26.205380 |
| 339 | PAL0910 | 120 | Gentoo penguin (Pygoscelis papua) | Biscoe | N38A2 | No | 12/1/09 | 43.92193 | 17.15117 | 200.915205 | 4201.754386 | MALE | 8.733382 | -25.686292 |
| 340 | PAL0910 | 121 | Gentoo penguin (Pygoscelis papua) | Biscoe | N39A1 | Yes | 11/22/09 | 46.80000 | 14.30000 | 215.000000 | 4850.000000 | FEMALE | 8.411510 | -26.138320 |
| 341 | PAL0910 | 122 | Gentoo penguin (Pygoscelis papua) | Biscoe | N39A2 | Yes | 11/22/09 | 50.40000 | 15.70000 | 222.000000 | 5750.000000 | MALE | 8.301660 | -26.041170 |
| 342 | PAL0910 | 123 | Gentoo penguin (Pygoscelis papua) | Biscoe | N43A1 | Yes | 11/22/09 | 45.20000 | 14.80000 | 212.000000 | 5200.000000 | FEMALE | 8.242460 | -26.119690 |
| 343 | PAL0910 | 124 | Gentoo penguin (Pygoscelis papua) | Biscoe | N43A2 | Yes | 11/22/09 | 49.90000 | 16.10000 | 213.000000 | 5400.000000 | MALE | 8.363900 | -26.155310 |